Role of dynamics in neural computations underlying visual processing

Laurent Perrinet

Acknowledgements:

  • Rick Adams and Karl Friston @ UCL - Wellcome Trust Centre for Neuroimaging
  • Mina Aliakbari Khoei and Anna Montagnini - FACETS-ITN Marie Curie Training

LACONEU 2019: 5th Latin-American Summer School in Computational Neuroscience, 17/1/2019

LP (2015) "Sparse models" in Biologically Inspired Computer Vision
LP (2015) "Sparse models" in Biologically Inspired Computer Vision

Outline

  1. About Dynamics, vision and neurons
  2. Active Inference

  3. Back to the present
  4. Perspectives ?

Outline

  1. About Dynamics, vision and neurons
  2. Active Inference
  3. Back to the present

  4. Perspectives ?
Khoei, Masson and LP (2017) PLoS CB

Back to the present

Khoei, Masson and LP (2017) PLoS CB

Back to the present

Khoei, Masson and LP (2017) PLoS CB

Results using PBP

video controls autoplay loop width=50%/>

Results using MBP

video controls autoplay loop width=50%/>

Back to the present

Khoei, Masson and LP (2017) PLoS CB

Back to the present

Khoei, Masson and LP (2017) PLoS CB

Back to the present

Khoei, Masson and LP (2017) PLoS CB

Outline

  1. About Dynamics, vision and neurons
  2. Active Inference
  3. Back to the present
  4. Perspectives ?

Chemla, Reynaud, di Volo, Zerlaut, Perrinet, Destexhe, Chavane (2019) in revision

Chemla, Reynaud, di Volo, Zerlaut, Perrinet, Destexhe, Chavane (2019) in revision

Role of dynamics in neural computations underlying visual processing

Laurent Perrinet

Acknowledgements:

  • Rick Adams and Karl Friston @ UCL - Wellcome Trust Centre for Neuroimaging
  • Mina Aliakbari Khoei and Anna Montagnini - FACETS-ITN Marie Curie Training

LACONEU 2019: 5th Latin-American Summer School in Computational Neuroscience, 17/1/2019